// RUN โ€” FITS

Can the Jetson Thor T2000 run Flan UL2?

Yes โ€” here's how fast and up to what context, with real measured numbers.

Flan UL2 on the Jetson Thor T2000

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 8k 9.2-10.9 t/s ~0.7-0.8 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the Jetson Thor T2000 run Flan UL2?โ–ถ

Yes. At Q4 it generates ~9.2-10.9 tok/s and fits up to 8k context; beyond that it spills to SSD swap and slows to ~0.7-0.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 8k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.